Pandas Profiling Report

Dataset statistics

Number of variables	25
Number of observations	7395
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.4 MiB
Average record size in memory	200.0 B

Variable types

Categorical	2
Numeric	23

Alerts

`section` has a high cardinality: 2465 distinct values	High cardinality
`total` is highly correlated with `single_women_aged_16_to_64` and 21 other fields	High correlation
`single_women_aged_16_to_64` is highly correlated with `total` and 21 other fields	High correlation
`single_men_aged_16_to_64` is highly correlated with `total` and 21 other fields	High correlation
`single_women_aged_65_or_over` is highly correlated with `total` and 21 other fields	High correlation
`single_men_aged_65_or_over` is highly correlated with `total` and 21 other fields	High correlation
`adult_women_with_one_or_more_minors` is highly correlated with `total` and 21 other fields	High correlation
`two_adults_from_16_to_64_and_without_minors` is highly correlated with `total` and 21 other fields	High correlation
`two_adults_one_at_least_65_and_without_minors` is highly correlated with `total` and 21 other fields	High correlation
`two_adults_and_one_minor` is highly correlated with `total` and 21 other fields	High correlation
`two_adults_and_two_minors` is highly correlated with `total` and 21 other fields	High correlation
`two_adults_and_three_or_more_minors` is highly correlated with `total` and 21 other fields	High correlation
`two_adults_over_35_and_one_adult_from_16_to_34` is highly correlated with `total` and 21 other fields	High correlation
`two_adults_over_35_and_one_adult_from_16_to_34_and_one_minor` is highly correlated with `total` and 21 other fields	High correlation
`three_adults_and_0_or_more_minors` is highly correlated with `total` and 21 other fields	High correlation
`two_adults_over_35_and_two_adults_from_16_to_34` is highly correlated with `total` and 21 other fields	High correlation
`four_adults_and_0_or_more_minors` is highly correlated with `total` and 21 other fields	High correlation
`five_adults_and_0_or_more_minors` is highly correlated with `total` and 21 other fields	High correlation
`adult_men_with_one_or_more_minors` is highly correlated with `total` and 21 other fields	High correlation
`two_adults_over_35_and_one_adult_from_16_to_34_and_two_minors` is highly correlated with `total` and 21 other fields	High correlation
`two_adults_over_35_and_two_adults_from_16_to_34_and_one_minor` is highly correlated with `total` and 21 other fields	High correlation
`two_adults_over_35_and_two_adults_from_16_to_34_and_two_or_more_minors` is highly correlated with `total` and 21 other fields	High correlation
`fifteen_or_more_inhabitants` is highly correlated with `total` and 21 other fields	High correlation
`only_minors` is highly correlated with `total` and 21 other fields	High correlation
`total` is highly skewed (γ1 = 46.1229873)	Skewed
`single_women_aged_16_to_64` is highly skewed (γ1 = 45.86347887)	Skewed
`single_men_aged_16_to_64` is highly skewed (γ1 = 45.86109416)	Skewed
`single_women_aged_65_or_over` is highly skewed (γ1 = 45.94078563)	Skewed
`single_men_aged_65_or_over` is highly skewed (γ1 = 46.02218853)	Skewed
`adult_women_with_one_or_more_minors` is highly skewed (γ1 = 45.9861885)	Skewed
`adult_men_with_one_or_more_minors` is highly skewed (γ1 = 45.81043154)	Skewed
`two_adults_from_16_to_64_and_without_minors` is highly skewed (γ1 = 46.09072256)	Skewed
`two_adults_one_at_least_65_and_without_minors` is highly skewed (γ1 = 45.9380385)	Skewed
`two_adults_and_one_minor` is highly skewed (γ1 = 46.03156901)	Skewed
`two_adults_and_two_minors` is highly skewed (γ1 = 45.85469424)	Skewed
`two_adults_and_three_or_more_minors` is highly skewed (γ1 = 45.54969666)	Skewed
`two_adults_over_35_and_one_adult_from_16_to_34` is highly skewed (γ1 = 45.98573939)	Skewed
`two_adults_over_35_and_one_adult_from_16_to_34_and_one_minor` is highly skewed (γ1 = 45.83097138)	Skewed
`two_adults_over_35_and_one_adult_from_16_to_34_and_two_minors` is highly skewed (γ1 = 45.93022907)	Skewed
`three_adults_and_0_or_more_minors` is highly skewed (γ1 = 46.08926491)	Skewed
`two_adults_over_35_and_two_adults_from_16_to_34` is highly skewed (γ1 = 46.03605095)	Skewed
`two_adults_over_35_and_two_adults_from_16_to_34_and_one_minor` is highly skewed (γ1 = 45.95178104)	Skewed
`two_adults_over_35_and_two_adults_from_16_to_34_and_two_or_more_minors` is highly skewed (γ1 = 45.53116149)	Skewed
`four_adults_and_0_or_more_minors` is highly skewed (γ1 = 46.0736974)	Skewed
`five_adults_and_0_or_more_minors` is highly skewed (γ1 = 46.19403382)	Skewed
`fifteen_or_more_inhabitants` is highly skewed (γ1 = 45.83761583)	Skewed
`only_minors` is highly skewed (γ1 = 46.13931176)	Skewed
`section` is uniformly distributed	Uniform
`Year` is uniformly distributed	Uniform
`adult_men_with_one_or_more_minors` has 1648 (22.3%) zeros	Zeros
`two_adults_and_three_or_more_minors` has 327 (4.4%) zeros	Zeros
`two_adults_over_35_and_one_adult_from_16_to_34_and_two_minors` has 590 (8.0%) zeros	Zeros
`two_adults_over_35_and_two_adults_from_16_to_34_and_one_minor` has 637 (8.6%) zeros	Zeros
`two_adults_over_35_and_two_adults_from_16_to_34_and_two_or_more_minors` has 2488 (33.6%) zeros	Zeros
`fifteen_or_more_inhabitants` has 6141 (83.0%) zeros	Zeros
`only_minors` has 6310 (85.3%) zeros	Zeros

Reproduction

Analysis started	2022-10-25 20:42:12.561508
Analysis finished	2022-10-25 20:44:17.715152
Duration	2 minutes and 5.15 seconds
Software version	pandas-profiling v3.4.0
Download configuration	config.json

section
Categorical

HIGH CARDINALITY
UNIFORM

Distinct	2465
Distinct (%)	33.3%
Missing	0
Missing (%)	0.0%
Memory size	57.9 KiB

Ciudad de Madrid	3
13143.0	3
13135.0	3
13136.0	3
13137.0	3
Other values (2460)	7380

Length

Max length	23
Median length	7
Mean length	6.64137931
Min length	6

Characters and Unicode

Total characters	49113
Distinct characters	48
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Ciudad de Madrid
2nd row	01. Centro
3rd row	1001.0
4th row	1002.0
5th row	1003.0

Common Values

Value	Count	Frequency (%)
Ciudad de Madrid	3	< 0.1%
13143.0	3	< 0.1%
13135.0	3	< 0.1%
13136.0	3	< 0.1%
13137.0	3	< 0.1%
13138.0	3	< 0.1%
13139.0	3	< 0.1%
13140.0	3	< 0.1%
13142.0	3	< 0.1%
13144.0	3	< 0.1%
Other values (2455)	7365	99.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
de	9	0.1%
vallecas	6	0.1%
ciudad	6	0.1%
8035.0	3	< 0.1%
1003.0	3	< 0.1%
1038.0	3	< 0.1%
1022.0	3	< 0.1%
1021.0	3	< 0.1%
1020.0	3	< 0.1%
1019.0	3	< 0.1%
Other values (2481)	7443	99.4%

Most occurring characters

Value	Count	Frequency (%)
0	15216	31.0%
1	8460	17.2%
.	7392	15.1%
2	2781	5.7%
3	2322	4.7%
5	2205	4.5%
6	2100	4.3%
4	2088	4.3%
8	2082	4.2%
7	2013	4.1%
Other values (38)	2454	5.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	40947	83.4%
Other Punctuation	7392	15.1%
Lowercase Letter	582	1.2%
Uppercase Letter	93	0.2%
Space Separator	90	0.2%
Dash Punctuation	9	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	135	23.2%
l	63	10.8%
e	60	10.3%
r	51	8.8%
n	39	6.7%
d	33	5.7%
i	30	5.2%
c	24	4.1%
o	24	4.1%
t	24	4.1%
Other values (11)	99	17.0%

Uppercase Letter

Value	Count	Frequency (%)
C	21	22.6%
V	15	16.1%
M	9	9.7%
L	6	6.5%
S	6	6.5%
A	6	6.5%
B	6	6.5%
P	6	6.5%
H	3	3.2%
U	3	3.2%
Other values (4)	12	12.9%

Decimal Number

Value	Count	Frequency (%)
0	15216	37.2%
1	8460	20.7%
2	2781	6.8%
3	2322	5.7%
5	2205	5.4%
6	2100	5.1%
4	2088	5.1%
8	2082	5.1%
7	2013	4.9%
9	1680	4.1%

Other Punctuation

Value	Count	Frequency (%)
.	7392	100.0%

Space Separator

Value	Count	Frequency (%)
	90	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	9	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	48438	98.6%
Latin	675	1.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	135	20.0%
l	63	9.3%
e	60	8.9%
r	51	7.6%
n	39	5.8%
d	33	4.9%
i	30	4.4%
c	24	3.6%
o	24	3.6%
t	24	3.6%
Other values (25)	192	28.4%

Common

Value	Count	Frequency (%)
0	15216	31.4%
1	8460	17.5%
.	7392	15.3%
2	2781	5.7%
3	2322	4.8%
5	2205	4.6%
6	2100	4.3%
4	2088	4.3%
8	2082	4.3%
7	2013	4.2%
Other values (3)	1779	3.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	49101	> 99.9%
None	12	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	15216	31.0%
1	8460	17.2%
.	7392	15.1%
2	2781	5.7%
3	2322	4.7%
5	2205	4.5%
6	2100	4.3%
4	2088	4.3%
8	2082	4.2%
7	2013	4.1%
Other values (36)	2442	5.0%

None

Value	Count	Frequency (%)
í	6	50.0%
á	6	50.0%

total
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED

Distinct	882
Distinct (%)	11.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1572.455984

Minimum	71
Maximum	1307682
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	57.9 KiB

Quantile statistics

Minimum	71
5-th percentile	308
Q1	405
median	500
Q3	629
95-th percentile	866
Maximum	1307682
Range	1307611
Interquartile range (IQR)	224

Descriptive statistics

Standard deviation	26669.43567
Coefficient of variation (CV)	16.96037024
Kurtosis	2224.531043
Mean	1572.455984
Median Absolute Deviation (MAD)	109
Skewness	46.1229873
Sum	11628312
Variance	711258798.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
491	31	0.4%
465	30	0.4%
439	29	0.4%
433	29	0.4%
500	27	0.4%
412	26	0.4%
381	25	0.3%
530	25	0.3%
472	25	0.3%
519	25	0.3%
Other values (872)	7123	96.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
71	2	< 0.1%
77	1	< 0.1%
93	1	< 0.1%
96	1	< 0.1%
99	1	< 0.1%
163	1	< 0.1%
166	1	< 0.1%
170	1	< 0.1%
215	1	< 0.1%
219	1	< 0.1%

Value	Count	Frequency (%)
1307682	1	< 0.1%
1290164	1	< 0.1%
1278258	1	< 0.1%
96923	1	< 0.1%
95890	1	< 0.1%
95680	1	< 0.1%
95217	1	< 0.1%
94780	1	< 0.1%
94600	1	< 0.1%
91650	1	< 0.1%

single_women_aged_16_to_64
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED

Distinct	249
Distinct (%)	3.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	142.9505071

Minimum	1
Maximum	117998
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	57.9 KiB

Quantile statistics

Minimum	1
5-th percentile	13
Q1	25
median	40
Q3	64
95-th percentile	117
Maximum	117998
Range	117997
Interquartile range (IQR)	39

Descriptive statistics

Standard deviation	2429.404382
Coefficient of variation (CV)	16.99472378
Kurtosis	2205.762632
Mean	142.9505071
Median Absolute Deviation (MAD)	17
Skewness	45.86347887
Sum	1057119
Variance	5902005.653
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
28	164	2.2%
22	145	2.0%
25	144	1.9%
18	142	1.9%
29	139	1.9%
23	137	1.9%
31	137	1.9%
21	136	1.8%
34	134	1.8%
27	133	1.8%
Other values (239)	5984	80.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	2	< 0.1%
2	3	< 0.1%
3	6	0.1%
4	5	0.1%
5	11	0.1%
6	29	0.4%
7	28	0.4%
8	40	0.5%
9	39	0.5%
10	49	0.7%

Value	Count	Frequency (%)
117998	1	< 0.1%
117454	1	< 0.1%
116921	1	< 0.1%
11695	2	< 0.1%
11627	1	< 0.1%
8454	1	< 0.1%
8395	1	< 0.1%
8379	1	< 0.1%
8298	1	< 0.1%
8266	1	< 0.1%

single_men_aged_16_to_64
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED

Distinct	272
Distinct (%)	3.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	140.9168357

Minimum	3
Maximum	116863
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	57.9 KiB

Quantile statistics

Minimum	3
5-th percentile	13
Q1	26
median	39
Q3	60
95-th percentile	122
Maximum	116863
Range	116860
Interquartile range (IQR)	34

Descriptive statistics

Standard deviation	2395.132228
Coefficient of variation (CV)	16.99677839
Kurtosis	2205.314988
Mean	140.9168357
Median Absolute Deviation (MAD)	15
Skewness	45.86109416
Sum	1042080
Variance	5736658.391
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
30	184	2.5%
29	164	2.2%
27	160	2.2%
28	160	2.2%
31	152	2.1%
34	151	2.0%
35	148	2.0%
32	140	1.9%
26	140	1.9%
25	136	1.8%
Other values (262)	5860	79.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	5	0.1%
4	2	< 0.1%
5	16	0.2%
6	19	0.3%
7	27	0.4%
8	49	0.7%
9	47	0.6%
10	53	0.7%
11	58	0.8%
12	74	1.0%

Value	Count	Frequency (%)
116863	1	< 0.1%
115691	1	< 0.1%
114806	1	< 0.1%
13596	1	< 0.1%
13352	1	< 0.1%
13210	1	< 0.1%
7753	1	< 0.1%
7600	1	< 0.1%
7563	1	< 0.1%
7409	1	< 0.1%

single_women_aged_65_or_over
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED

Distinct	200
Distinct (%)	2.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	153.1659229

Minimum	1
Maximum	126695
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	57.9 KiB

Quantile statistics

Minimum	1
5-th percentile	15
Q1	38
median	51
Q3	66
95-th percentile	92
Maximum	126695
Range	126694
Interquartile range (IQR)	28

Descriptive statistics

Standard deviation	2601.433778
Coefficient of variation (CV)	16.98441617
Kurtosis	2211.395064
Mean	153.1659229
Median Absolute Deviation (MAD)	14
Skewness	45.94078563
Sum	1132662
Variance	6767457.702
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
46	162	2.2%
47	154	2.1%
41	152	2.1%
52	146	2.0%
48	146	2.0%
54	145	2.0%
43	145	2.0%
40	144	1.9%
50	143	1.9%
51	142	1.9%
Other values (190)	5916	80.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	3	< 0.1%
2	6	0.1%
3	12	0.2%
4	15	0.2%
5	14	0.2%
6	24	0.3%
7	19	0.3%
8	24	0.3%
9	38	0.5%
10	44	0.6%

Value	Count	Frequency (%)
126695	1	< 0.1%
126044	1	< 0.1%
124815	1	< 0.1%
11173	1	< 0.1%
11033	1	< 0.1%
10918	1	< 0.1%
10397	1	< 0.1%
10365	1	< 0.1%
10237	1	< 0.1%
9834	1	< 0.1%

single_men_aged_65_or_over
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED

Distinct	113
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	44.71440162

Minimum	0
Maximum	37538
Zeros	7
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	57.9 KiB

Quantile statistics

Minimum	0
5-th percentile	5
Q1	11
median	14
Q3	19
95-th percentile	28
Maximum	37538
Range	37538
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	759.1604838
Coefficient of variation (CV)	16.97798598
Kurtosis	2218.283867
Mean	44.71440162
Median Absolute Deviation (MAD)	4
Skewness	46.02218853
Sum	330663
Variance	576324.6401
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
14	527	7.1%
13	461	6.2%
12	453	6.1%
11	452	6.1%
16	443	6.0%
15	422	5.7%
17	403	5.4%
10	401	5.4%
18	394	5.3%
19	322	4.4%
Other values (103)	3117	42.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7	0.1%
1	22	0.3%
2	42	0.6%
3	91	1.2%
4	129	1.7%
5	136	1.8%
6	183	2.5%
7	259	3.5%
8	263	3.6%
9	300	4.1%

Value	Count	Frequency (%)
37538	1	< 0.1%
36720	1	< 0.1%
35963	1	< 0.1%
3170	1	< 0.1%
3128	1	< 0.1%
3085	1	< 0.1%
2801	1	< 0.1%
2790	1	< 0.1%
2741	1	< 0.1%
2725	1	< 0.1%

adult_women_with_one_or_more_minors
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED

Distinct	147
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	32.80446247

Minimum	0
Maximum	27460
Zeros	18
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	57.9 KiB

Quantile statistics

Minimum	0
5-th percentile	3
Q1	6
median	9
Q3	13
95-th percentile	32
Maximum	27460
Range	27460
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	557.1725489
Coefficient of variation (CV)	16.98465717
Kurtosis	2215.776902
Mean	32.80446247
Median Absolute Deviation (MAD)	3
Skewness	45.9861885
Sum	242589
Variance	310441.2493
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6	649	8.8%
8	646	8.7%
7	628	8.5%
9	574	7.8%
5	541	7.3%
10	488	6.6%
4	487	6.6%
11	404	5.5%
12	370	5.0%
3	337	4.6%
Other values (137)	2271	30.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	18	0.2%
1	79	1.1%
2	201	2.7%
3	337	4.6%
4	487	6.6%
5	541	7.3%
6	649	8.8%
7	628	8.5%
8	646	8.7%
9	574	7.8%

Value	Count	Frequency (%)
27460	1	< 0.1%
27171	1	< 0.1%
26232	1	< 0.1%
2494	1	< 0.1%
2490	1	< 0.1%
2475	1	< 0.1%
2195	1	< 0.1%
2157	1	< 0.1%
2073	1	< 0.1%
2063	1	< 0.1%

adult_men_with_one_or_more_minors
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED
ZEROS

Distinct	92
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.615415822

Minimum	0
Maximum	5491
Zeros	1648
Zeros (%)	22.3%
Negative	0
Negative (%)	0.0%
Memory size	57.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	3
95-th percentile	8
Maximum	5491
Range	5491
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	112.5104547
Coefficient of variation (CV)	17.00731409
Kurtosis	2201.868089
Mean	6.615415822
Median Absolute Deviation (MAD)	1
Skewness	45.81043154
Sum	48921
Variance	12658.60241
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	2122	28.7%
0	1648	22.3%
2	1482	20.0%
3	821	11.1%
4	452	6.1%
5	229	3.1%
6	135	1.8%
7	88	1.2%
10	57	0.8%
9	56	0.8%
Other values (82)	305	4.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1648	22.3%
1	2122	28.7%
2	1482	20.0%
3	821	11.1%
4	452	6.1%
5	229	3.1%
6	135	1.8%
7	88	1.2%
8	49	0.7%
9	56	0.8%

Value	Count	Frequency (%)
5491	1	< 0.1%
5488	1	< 0.1%
5328	1	< 0.1%
675	1	< 0.1%
672	1	< 0.1%
648	1	< 0.1%
505	1	< 0.1%
497	1	< 0.1%
493	1	< 0.1%
347	1	< 0.1%

two_adults_from_16_to_64_and_without_minors
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED

Distinct	279
Distinct (%)	3.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	193.8288032

Minimum	3
Maximum	163183
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	57.9 KiB

Quantile statistics

Minimum	3
5-th percentile	25
Q1	42
median	59
Q3	82
95-th percentile	134
Maximum	163183
Range	163180
Interquartile range (IQR)	40

Descriptive statistics

Standard deviation	3289.116372
Coefficient of variation (CV)	16.96918268
Kurtosis	2223.319867
Mean	193.8288032
Median Absolute Deviation (MAD)	19
Skewness	46.09072256
Sum	1433364
Variance	10818286.51
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
49	131	1.8%
46	124	1.7%
47	122	1.6%
48	121	1.6%
45	118	1.6%
44	115	1.6%
60	114	1.5%
57	113	1.5%
61	109	1.5%
56	108	1.5%
Other values (269)	6220	84.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	1	< 0.1%
6	3	< 0.1%
7	1	< 0.1%
8	4	0.1%
9	3	< 0.1%
10	3	< 0.1%
11	13	0.2%
12	14	0.2%
13	16	0.2%
14	19	0.3%

Value	Count	Frequency (%)
163183	1	< 0.1%
158487	1	< 0.1%
156118	1	< 0.1%
13563	1	< 0.1%
12698	1	< 0.1%
12277	1	< 0.1%
11262	1	< 0.1%
11218	1	< 0.1%
11064	1	< 0.1%
11037	1	< 0.1%

two_adults_one_at_least_65_and_without_minors
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED

Distinct	248
Distinct (%)	3.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	212.4438134

Minimum	1
Maximum	175581
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	57.9 KiB

Quantile statistics

Minimum	1
5-th percentile	31
Q1	51
median	68
Q3	89
95-th percentile	128
Maximum	175581
Range	175580
Interquartile range (IQR)	38

Descriptive statistics

Standard deviation	3608.353745
Coefficient of variation (CV)	16.98497917
Kurtosis	2210.878224
Mean	212.4438134
Median Absolute Deviation (MAD)	19
Skewness	45.9380385
Sum	1571022
Variance	13020216.75
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
64	133	1.8%
63	129	1.7%
60	122	1.6%
59	118	1.6%
72	115	1.6%
57	114	1.5%
62	111	1.5%
67	110	1.5%
68	109	1.5%
58	108	1.5%
Other values (238)	6226	84.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
2	1	< 0.1%
3	2	< 0.1%
5	1	< 0.1%
7	2	< 0.1%
8	2	< 0.1%
9	2	< 0.1%
10	6	0.1%
11	6	0.1%
12	7	0.1%

Value	Count	Frequency (%)
175581	1	< 0.1%
174284	1	< 0.1%
173809	1	< 0.1%
16965	1	< 0.1%
16922	1	< 0.1%
16789	1	< 0.1%
13601	1	< 0.1%
13498	1	< 0.1%
13420	1	< 0.1%
13411	1	< 0.1%

two_adults_and_one_minor
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED

Distinct	237
Distinct (%)	3.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	86.74442191

Minimum	0
Maximum	72589
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	57.9 KiB

Quantile statistics

Minimum	0
5-th percentile	10
Q1	17
median	23
Q3	32
95-th percentile	83
Maximum	72589
Range	72589
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	1472.490111
Coefficient of variation (CV)	16.97504092
Kurtosis	2218.429801
Mean	86.74442191
Median Absolute Deviation (MAD)	7
Skewness	46.03156901
Sum	641475
Variance	2168227.127
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20	334	4.5%
17	321	4.3%
22	306	4.1%
21	302	4.1%
18	293	4.0%
16	293	4.0%
19	287	3.9%
25	263	3.6%
23	260	3.5%
15	256	3.5%
Other values (227)	4480	60.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
1	2	< 0.1%
2	1	< 0.1%
3	8	0.1%
4	13	0.2%
5	27	0.4%
6	33	0.4%
7	50	0.7%
8	62	0.8%
9	79	1.1%

Value	Count	Frequency (%)
72589	1	< 0.1%
71104	1	< 0.1%
70132	1	< 0.1%
5997	1	< 0.1%
5860	1	< 0.1%
5854	1	< 0.1%
5843	1	< 0.1%
5728	1	< 0.1%
5640	1	< 0.1%
5192	1	< 0.1%

two_adults_and_two_minors
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED

Distinct	270
Distinct (%)	3.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	79.5643002

Minimum	1
Maximum	66279
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	57.9 KiB

Quantile statistics

Minimum	1
5-th percentile	8
Q1	13
median	18
Q3	27
95-th percentile	101.3
Maximum	66279
Range	66278
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	1352.533078
Coefficient of variation (CV)	16.99924557
Kurtosis	2205.26432
Mean	79.5643002
Median Absolute Deviation (MAD)	6
Skewness	45.85469424
Sum	588378
Variance	1829345.726
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
13	381	5.2%
14	380	5.1%
15	379	5.1%
16	370	5.0%
17	348	4.7%
12	339	4.6%
18	315	4.3%
11	309	4.2%
20	290	3.9%
19	289	3.9%
Other values (260)	3995	54.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	2	< 0.1%
2	3	< 0.1%
3	12	0.2%
4	29	0.4%
5	47	0.6%
6	84	1.1%
7	137	1.9%
8	183	2.5%
9	225	3.0%
10	269	3.6%

Value	Count	Frequency (%)
66279	1	< 0.1%
65494	1	< 0.1%
64353	1	< 0.1%
7223	1	< 0.1%
7169	1	< 0.1%
7065	1	< 0.1%
5717	1	< 0.1%
5614	1	< 0.1%
5497	1	< 0.1%
5227	1	< 0.1%

two_adults_and_three_or_more_minors
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED
ZEROS

Distinct	146
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	18.6474645

Minimum	0
Maximum	15398
Zeros	327
Zeros (%)	4.4%
Negative	0
Negative (%)	0.0%
Memory size	57.9 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	4
Q3	7
95-th percentile	21
Maximum	15398
Range	15398
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	317.807745
Coefficient of variation (CV)	17.04294677
Kurtosis	2181.901953
Mean	18.6474645
Median Absolute Deviation (MAD)	2
Skewness	45.54969666
Sum	137898
Variance	101001.7628
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	1046	14.1%
3	1028	13.9%
4	904	12.2%
1	812	11.0%
5	677	9.2%
6	485	6.6%
7	386	5.2%
0	327	4.4%
8	309	4.2%
9	223	3.0%
Other values (136)	1198	16.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	327	4.4%
1	812	11.0%
2	1046	14.1%
3	1028	13.9%
4	904	12.2%
5	677	9.2%
6	485	6.6%
7	386	5.2%
8	309	4.2%
9	223	3.0%

Value	Count	Frequency (%)
15398	1	< 0.1%
15389	1	< 0.1%
15179	1	< 0.1%
2202	1	< 0.1%
2194	1	< 0.1%
2167	1	< 0.1%
1418	1	< 0.1%
1411	1	< 0.1%
1351	1	< 0.1%
988	1	< 0.1%

two_adults_over_35_and_one_adult_from_16_to_34
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED

Distinct	170
Distinct (%)	2.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	90.10507099

Minimum	2
Maximum	74432
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	57.9 KiB

Quantile statistics

Minimum	2
5-th percentile	13
Q1	20
median	27
Q3	37
95-th percentile	63
Maximum	74432
Range	74430
Interquartile range (IQR)	17

Descriptive statistics

Standard deviation	1529.828245
Coefficient of variation (CV)	16.97827024
Kurtosis	2214.30501
Mean	90.10507099
Median Absolute Deviation (MAD)	8
Skewness	45.98573939
Sum	666327
Variance	2340374.46
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
22	301	4.1%
25	283	3.8%
24	277	3.7%
27	271	3.7%
19	262	3.5%
26	257	3.5%
23	257	3.5%
20	253	3.4%
21	246	3.3%
18	243	3.3%
Other values (160)	4745	64.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	2	< 0.1%
3	1	< 0.1%
5	2	< 0.1%
6	12	0.2%
7	14	0.2%
8	20	0.3%
9	28	0.4%
10	51	0.7%
11	98	1.3%
12	96	1.3%

Value	Count	Frequency (%)
74432	1	< 0.1%
73958	1	< 0.1%
73719	1	< 0.1%
6419	1	< 0.1%
6415	1	< 0.1%
6389	1	< 0.1%
5970	1	< 0.1%
5899	1	< 0.1%
5885	1	< 0.1%
5817	1	< 0.1%

two_adults_over_35_and_one_adult_from_16_to_34_and_one_minor
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED

Distinct	137
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	30.62393509

Minimum	0
Maximum	25255
Zeros	36
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	57.9 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	5
median	8
Q3	13
95-th percentile	28
Maximum	25255
Range	25255
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	520.5832115
Coefficient of variation (CV)	16.99922658
Kurtosis	2203.415022
Mean	30.62393509
Median Absolute Deviation (MAD)	3
Skewness	45.83097138
Sum	226464
Variance	271006.8801
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6	648	8.8%
5	618	8.4%
7	615	8.3%
8	577	7.8%
4	539	7.3%
9	528	7.1%
10	460	6.2%
3	414	5.6%
11	383	5.2%
12	323	4.4%
Other values (127)	2290	31.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	36	0.5%
1	126	1.7%
2	254	3.4%
3	414	5.6%
4	539	7.3%
5	618	8.4%
6	648	8.8%
7	615	8.3%
8	577	7.8%
9	528	7.1%

Value	Count	Frequency (%)
25255	1	< 0.1%
25188	1	< 0.1%
25045	1	< 0.1%
2252	1	< 0.1%
2197	1	< 0.1%
2147	1	< 0.1%
2143	1	< 0.1%
2130	1	< 0.1%
2064	1	< 0.1%
2017	1	< 0.1%

two_adults_over_35_and_one_adult_from_16_to_34_and_two_minors
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED
ZEROS

Distinct	96
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.00689655

Minimum	0
Maximum	9283
Zeros	590
Zeros (%)	8.0%
Negative	0
Negative (%)	0.0%
Memory size	57.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	3
Q3	5
95-th percentile	10
Maximum	9283
Range	9283
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	187.0524042
Coefficient of variation (CV)	16.99410941
Kurtosis	2212.40324
Mean	11.00689655
Median Absolute Deviation (MAD)	2
Skewness	45.93022907
Sum	81396
Variance	34988.60193
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	1335	18.1%
1	1187	16.1%
3	1129	15.3%
4	917	12.4%
5	664	9.0%
0	590	8.0%
6	496	6.7%
7	300	4.1%
8	222	3.0%
9	147	2.0%
Other values (86)	408	5.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	590	8.0%
1	1187	16.1%
2	1335	18.1%
3	1129	15.3%
4	917	12.4%
5	664	9.0%
6	496	6.7%
7	300	4.1%
8	222	3.0%
9	147	2.0%

Value	Count	Frequency (%)
9283	1	< 0.1%
9057	1	< 0.1%
8792	1	< 0.1%
831	1	< 0.1%
813	1	< 0.1%
785	1	< 0.1%
757	1	< 0.1%
745	1	< 0.1%
744	1	< 0.1%
734	1	< 0.1%

three_adults_and_0_or_more_minors
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED

Distinct	158
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	126.9281947

Minimum	4
Maximum	106779
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	57.9 KiB

Quantile statistics

Minimum	4
5-th percentile	24
Q1	33
median	41
Q3	51
95-th percentile	70
Maximum	106779
Range	106775
Interquartile range (IQR)	18

Descriptive statistics

Standard deviation	2153.934463
Coefficient of variation (CV)	16.96970849
Kurtosis	2223.168613
Mean	126.9281947
Median Absolute Deviation (MAD)	9
Skewness	46.08926491
Sum	938634
Variance	4639433.672
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
35	238	3.2%
40	230	3.1%
37	229	3.1%
34	222	3.0%
36	216	2.9%
39	215	2.9%
38	214	2.9%
44	213	2.9%
42	208	2.8%
32	203	2.7%
Other values (148)	5207	70.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4	2	< 0.1%
6	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
10	1	< 0.1%
11	3	< 0.1%
12	7	0.1%
13	5	0.1%
14	8	0.1%
15	7	0.1%

Value	Count	Frequency (%)
106779	1	< 0.1%
104079	1	< 0.1%
102020	1	< 0.1%
8230	1	< 0.1%
8124	1	< 0.1%
8104	1	< 0.1%
8013	1	< 0.1%
7888	1	< 0.1%
7795	1	< 0.1%
7700	1	< 0.1%

two_adults_over_35_and_two_adults_from_16_to_34
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED

Distinct	172
Distinct (%)	2.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	62.52981744

Minimum	0
Maximum	51993
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	57.9 KiB

Quantile statistics

Minimum	0
5-th percentile	7
Q1	12
median	17
Q3	25
95-th percentile	56
Maximum	51993
Range	51993
Interquartile range (IQR)	13

Descriptive statistics

Standard deviation	1061.293287
Coefficient of variation (CV)	16.97259533
Kurtosis	2218.369963
Mean	62.52981744
Median Absolute Deviation (MAD)	6
Skewness	46.03605095
Sum	462408
Variance	1126343.442
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
16	383	5.2%
13	382	5.2%
12	378	5.1%
14	373	5.0%
15	336	4.5%
11	331	4.5%
10	315	4.3%
17	305	4.1%
18	303	4.1%
9	295	4.0%
Other values (162)	3994	54.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
1	5	0.1%
2	16	0.2%
3	29	0.4%
4	50	0.7%
5	89	1.2%
6	132	1.8%
7	177	2.4%
8	269	3.6%
9	295	4.0%

Value	Count	Frequency (%)
51993	1	< 0.1%
51419	1	< 0.1%
50724	1	< 0.1%
4115	1	< 0.1%
4107	1	< 0.1%
4042	1	< 0.1%
3984	1	< 0.1%
3969	1	< 0.1%
3910	1	< 0.1%
3724	2	< 0.1%

two_adults_over_35_and_two_adults_from_16_to_34_and_one_minor
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED
ZEROS

Distinct	90
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.713184584

Minimum	0
Maximum	8131
Zeros	637
Zeros (%)	8.6%
Negative	0
Negative (%)	0.0%
Memory size	57.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	3
Q3	5
95-th percentile	8
Maximum	8131
Range	8131
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	165.0029789
Coefficient of variation (CV)	16.98752633
Kurtosis	2213.092108
Mean	9.713184584
Median Absolute Deviation (MAD)	2
Skewness	45.95178104
Sum	71829
Variance	27225.98305
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	1383	18.7%
1	1310	17.7%
3	1245	16.8%
4	916	12.4%
5	671	9.1%
0	637	8.6%
6	422	5.7%
7	267	3.6%
8	196	2.7%
9	90	1.2%
Other values (80)	258	3.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	637	8.6%
1	1310	17.7%
2	1383	18.7%
3	1245	16.8%
4	916	12.4%
5	671	9.1%
6	422	5.7%
7	267	3.6%
8	196	2.7%
9	90	1.2%

Value	Count	Frequency (%)
8131	1	< 0.1%
8009	1	< 0.1%
7803	1	< 0.1%
713	1	< 0.1%
705	1	< 0.1%
679	1	< 0.1%
661	1	< 0.1%
646	1	< 0.1%
643	1	< 0.1%
607	1	< 0.1%

two_adults_over_35_and_two_adults_from_16_to_34_and_two_or_more_minors
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED
ZEROS

Distinct	74
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.193103448

Minimum	0
Maximum	3537
Zeros	2488
Zeros (%)	33.6%
Negative	0
Negative (%)	0.0%
Memory size	57.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	5
Maximum	3537
Range	3537
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	71.49073442
Coefficient of variation (CV)	17.04959949
Kurtosis	2183.359492
Mean	4.193103448
Median Absolute Deviation (MAD)	1
Skewness	45.53116149
Sum	31008
Variance	5110.925108
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2488	33.6%
1	2179	29.5%
2	1292	17.5%
3	652	8.8%
4	372	5.0%
5	170	2.3%
6	78	1.1%
7	49	0.7%
8	22	0.3%
9	14	0.2%
Other values (64)	79	1.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2488	33.6%
1	2179	29.5%
2	1292	17.5%
3	652	8.8%
4	372	5.0%
5	170	2.3%
6	78	1.1%
7	49	0.7%
8	22	0.3%
9	14	0.2%

Value	Count	Frequency (%)
3537	1	< 0.1%
3438	1	< 0.1%
3361	1	< 0.1%
386	1	< 0.1%
384	1	< 0.1%
377	1	< 0.1%
368	1	< 0.1%
352	1	< 0.1%
339	1	< 0.1%
301	1	< 0.1%

four_adults_and_0_or_more_minors
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED

Distinct	118
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	57.368357

Minimum	1
Maximum	48740
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	57.9 KiB

Quantile statistics

Minimum	1
5-th percentile	9
Q1	14
median	18
Q3	24
95-th percentile	35
Maximum	48740
Range	48739
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	974.0107017
Coefficient of variation (CV)	16.97818715
Kurtosis	2223.464047
Mean	57.368357
Median Absolute Deviation (MAD)	5
Skewness	46.0736974
Sum	424239
Variance	948696.847
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
15	430	5.8%
18	407	5.5%
14	406	5.5%
17	401	5.4%
16	389	5.3%
13	380	5.1%
20	366	4.9%
19	360	4.9%
21	327	4.4%
12	324	4.4%
Other values (108)	3605	48.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	2	< 0.1%
2	6	0.1%
3	14	0.2%
4	18	0.2%
5	29	0.4%
6	64	0.9%
7	90	1.2%
8	137	1.9%
9	168	2.3%
10	233	3.2%

Value	Count	Frequency (%)
48740	1	< 0.1%
46977	1	< 0.1%
45696	1	< 0.1%
3944	1	< 0.1%
3893	1	< 0.1%
3753	1	< 0.1%
3712	1	< 0.1%
3651	1	< 0.1%
3649	1	< 0.1%
3530	1	< 0.1%

five_adults_and_0_or_more_minors
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED

Distinct	160
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	66.43245436

Minimum	1
Maximum	59406
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	57.9 KiB

Quantile statistics

Minimum	1
5-th percentile	8
Q1	13
median	20
Q3	28
95-th percentile	49
Maximum	59406
Range	59405
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	1131.437694
Coefficient of variation (CV)	17.03139986
Kurtosis	2247.432423
Mean	66.43245436
Median Absolute Deviation (MAD)	7
Skewness	46.19403382
Sum	491268
Variance	1280151.255
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18	326	4.4%
14	309	4.2%
17	309	4.2%
13	300	4.1%
16	294	4.0%
11	287	3.9%
15	285	3.9%
19	284	3.8%
12	279	3.8%
20	259	3.5%
Other values (150)	4463	60.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	2	< 0.1%
2	3	< 0.1%
3	22	0.3%
4	41	0.6%
5	81	1.1%
6	77	1.0%
7	127	1.7%
8	189	2.6%
9	200	2.7%
10	258	3.5%

Value	Count	Frequency (%)
59406	1	< 0.1%
53887	1	< 0.1%
50463	1	< 0.1%
5838	1	< 0.1%
5184	1	< 0.1%
5079	1	< 0.1%
4596	1	< 0.1%
4485	1	< 0.1%
4432	1	< 0.1%
4143	1	< 0.1%

fifteen_or_more_inhabitants
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED
ZEROS

Distinct	46
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.6843813387

Minimum	0
Maximum	622
Zeros	6141
Zeros (%)	83.0%
Negative	0
Negative (%)	0.0%
Memory size	57.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	622
Range	622
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	11.71054137
Coefficient of variation (CV)	17.11113485
Kurtosis	2230.954498
Mean	0.6843813387
Median Absolute Deviation (MAD)	0
Skewness	45.83761583
Sum	5061
Variance	137.1367793
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=46)

Value	Count	Frequency (%)
0	6141	83.0%
1	895	12.1%
2	173	2.3%
3	77	1.0%
4	25	0.3%
5	10	0.1%
7	6	0.1%
6	5	0.1%
9	4	0.1%
32	3	< 0.1%
Other values (36)	56	0.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6141	83.0%
1	895	12.1%
2	173	2.3%
3	77	1.0%
4	25	0.3%
5	10	0.1%
6	5	0.1%
7	6	0.1%
8	3	< 0.1%
9	4	0.1%

Value	Count	Frequency (%)
622	1	< 0.1%
552	1	< 0.1%
513	1	< 0.1%
55	1	< 0.1%
52	1	< 0.1%
50	1	< 0.1%
49	1	< 0.1%
48	3	< 0.1%
47	2	< 0.1%
46	2	< 0.1%

only_minors
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED
ZEROS

Distinct	37
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.4742393509

Minimum	0
Maximum	422
Zeros	6310
Zeros (%)	85.3%
Negative	0
Negative (%)	0.0%
Memory size	57.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	422
Range	422
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	8.104903248
Coefficient of variation (CV)	17.09032208
Kurtosis	2254.615502
Mean	0.4742393509
Median Absolute Deviation (MAD)	0
Skewness	46.13931176
Sum	3507
Variance	65.68945667
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=37)

Value	Count	Frequency (%)
0	6310	85.3%
1	888	12.0%
2	118	1.6%
3	12	0.2%
18	8	0.1%
17	4	0.1%
19	4	0.1%
4	4	0.1%
25	4	0.1%
33	3	< 0.1%
Other values (27)	40	0.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6310	85.3%
1	888	12.0%
2	118	1.6%
3	12	0.2%
4	4	0.1%
5	2	< 0.1%
6	3	< 0.1%
7	2	< 0.1%
8	1	< 0.1%
9	2	< 0.1%

Value	Count	Frequency (%)
422	1	< 0.1%
405	1	< 0.1%
342	1	< 0.1%
39	1	< 0.1%
37	1	< 0.1%
34	1	< 0.1%
33	3	< 0.1%
29	2	< 0.1%
28	2	< 0.1%
27	3	< 0.1%

Year
Categorical

UNIFORM

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	57.9 KiB

2020	2465
2018	2465
2019	2465

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	29580
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2020
2nd row	2020
3rd row	2020
4th row	2020
5th row	2020

Common Values

Value	Count	Frequency (%)
2020	2465	33.3%
2018	2465	33.3%
2019	2465	33.3%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
2020	2465	33.3%
2018	2465	33.3%
2019	2465	33.3%

Most occurring characters

Value	Count	Frequency (%)
2	9860	33.3%
0	9860	33.3%
1	4930	16.7%
8	2465	8.3%
9	2465	8.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	29580	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	9860	33.3%
0	9860	33.3%
1	4930	16.7%
8	2465	8.3%
9	2465	8.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	29580	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	9860	33.3%
0	9860	33.3%
1	4930	16.7%
8	2465	8.3%
9	2465	8.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	29580	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	9860	33.3%
0	9860	33.3%
1	4930	16.7%
8	2465	8.3%
9	2465	8.3%

Auto

The auto setting is an easily interpretable pairwise column metric of the following mapping: vartype-vartype : method, categorical-categorical : Cramer's V, numerical-categorical : Cramer's V (using a discretized numerical column), numerical-numerical : Spearman's ρ. This configuration uses the best suitable for each pair of columns.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows

	section	total	single_women_aged_16_to_64	single_men_aged_16_to_64	single_women_aged_65_or_over	single_men_aged_65_or_over	adult_women_with_one_or_more_minors	adult_men_with_one_or_more_minors	two_adults_from_16_to_64_and_without_minors	two_adults_one_at_least_65_and_without_minors	two_adults_and_one_minor	two_adults_and_two_minors	two_adults_and_three_or_more_minors	two_adults_over_35_and_one_adult_from_16_to_34	two_adults_over_35_and_one_adult_from_16_to_34_and_one_minor	two_adults_over_35_and_one_adult_from_16_to_34_and_two_minors	three_adults_and_0_or_more_minors	two_adults_over_35_and_two_adults_from_16_to_34	two_adults_over_35_and_two_adults_from_16_to_34_and_one_minor	two_adults_over_35_and_two_adults_from_16_to_34_and_two_or_more_minors	four_adults_and_0_or_more_minors	five_adults_and_0_or_more_minors	fifteen_or_more_inhabitants	only_minors	Year
0	Ciudad de Madrid	1307682.0	117998.0	116863.0	126695.0	37538.0	26232.0	5328.0	163183.0	175581.0	70132.0	64353.0	15179.0	74432.0	25255.0	9283.0	106779.0	51993.0	8131.0	3537.0	48740.0	59406.0	622.0	422.0	2020
1	01. Centro	69187.0	11695.0	13596.0	5057.0	2269.0	815.0	172.0	13563.0	5267.0	2113.0	1249.0	241.0	2247.0	476.0	213.0	4719.0	1123.0	181.0	67.0	1898.0	2153.0	48.0	25.0	2020
2	1001.0	568.0	75.0	93.0	52.0	17.0	6.0	5.0	97.0	74.0	14.0	17.0	1.0	22.0	3.0	2.0	36.0	11.0	3.0	0.0	20.0	20.0	0.0	0.0	2020
3	1002.0	492.0	111.0	99.0	32.0	17.0	4.0	1.0	96.0	30.0	9.0	4.0	0.0	19.0	1.0	0.0	33.0	6.0	1.0	0.0	15.0	14.0	0.0	0.0	2020
4	1003.0	862.0	137.0	164.0	68.0	43.0	7.0	2.0	148.0	80.0	18.0	9.0	5.0	30.0	10.0	3.0	50.0	16.0	7.0	0.0	28.0	37.0	0.0	0.0	2020
5	1004.0	600.0	103.0	100.0	55.0	23.0	4.0	0.0	77.0	71.0	20.0	9.0	1.0	24.0	8.0	3.0	48.0	12.0	2.0	1.0	18.0	19.0	2.0	0.0	2020
6	1006.0	888.0	123.0	174.0	82.0	47.0	12.0	1.0	181.0	75.0	23.0	18.0	2.0	25.0	10.0	3.0	57.0	14.0	2.0	1.0	15.0	23.0	0.0	0.0	2020
7	1007.0	426.0	64.0	76.0	47.0	19.0	5.0	2.0	66.0	33.0	16.0	10.0	4.0	12.0	5.0	2.0	35.0	7.0	1.0	0.0	11.0	10.0	0.0	1.0	2020
8	1008.0	411.0	51.0	64.0	43.0	19.0	7.0	1.0	82.0	40.0	12.0	14.0	1.0	8.0	2.0	1.0	33.0	7.0	1.0	1.0	13.0	11.0	0.0	0.0	2020
9	1009.0	716.0	114.0	125.0	64.0	35.0	15.0	0.0	139.0	58.0	29.0	13.0	2.0	22.0	7.0	1.0	49.0	15.0	2.0	0.0	14.0	12.0	0.0	0.0	2020

Last rows

	section	total	single_women_aged_16_to_64	single_men_aged_16_to_64	single_women_aged_65_or_over	single_men_aged_65_or_over	adult_women_with_one_or_more_minors	adult_men_with_one_or_more_minors	two_adults_from_16_to_64_and_without_minors	two_adults_one_at_least_65_and_without_minors	two_adults_and_one_minor	two_adults_and_two_minors	two_adults_and_three_or_more_minors	two_adults_over_35_and_one_adult_from_16_to_34	two_adults_over_35_and_one_adult_from_16_to_34_and_one_minor	two_adults_over_35_and_one_adult_from_16_to_34_and_two_minors	three_adults_and_0_or_more_minors	two_adults_over_35_and_two_adults_from_16_to_34	two_adults_over_35_and_two_adults_from_16_to_34_and_one_minor	two_adults_over_35_and_two_adults_from_16_to_34_and_two_or_more_minors	four_adults_and_0_or_more_minors	five_adults_and_0_or_more_minors	fifteen_or_more_inhabitants	only_minors	Year
7385	21023.0	447.0	42.0	37.0	41.0	15.0	16.0	2.0	68.0	45.0	29.0	31.0	4.0	26.0	10.0	2.0	34.0	16.0	2.0	2.0	11.0	14.0	0.0	0.0	2019
7386	21025.0	484.0	18.0	20.0	41.0	10.0	10.0	2.0	52.0	89.0	22.0	40.0	14.0	32.0	11.0	2.0	38.0	25.0	3.0	1.0	24.0	29.0	1.0	0.0	2019
7387	21026.0	631.0	71.0	49.0	42.0	14.0	17.0	4.0	90.0	62.0	37.0	23.0	3.0	57.0	14.0	4.0	51.0	42.0	3.0	0.0	27.0	21.0	0.0	0.0	2019
7388	21027.0	912.0	67.0	94.0	16.0	10.0	48.0	14.0	117.0	41.0	105.0	140.0	25.0	35.0	41.0	13.0	48.0	55.0	10.0	2.0	18.0	13.0	0.0	0.0	2019
7389	21028.0	521.0	44.0	29.0	14.0	7.0	14.0	4.0	57.0	46.0	39.0	59.0	18.0	38.0	18.0	8.0	35.0	44.0	5.0	2.0	9.0	29.0	0.0	2.0	2019
7390	21029.0	526.0	35.0	33.0	7.0	5.0	21.0	9.0	36.0	24.0	58.0	87.0	26.0	30.0	33.0	11.0	25.0	51.0	8.0	2.0	9.0	16.0	0.0	0.0	2019
7391	21030.0	563.0	33.0	59.0	26.0	8.0	16.0	4.0	70.0	49.0	49.0	61.0	11.0	38.0	19.0	3.0	36.0	43.0	5.0	0.0	12.0	21.0	0.0	0.0	2019
7392	21031.0	948.0	99.0	94.0	14.0	7.0	41.0	8.0	155.0	35.0	164.0	153.0	20.0	29.0	23.0	6.0	29.0	25.0	6.0	0.0	17.0	23.0	0.0	0.0	2019
7393	21032.0	658.0	72.0	67.0	18.0	6.0	33.0	13.0	94.0	25.0	62.0	128.0	23.0	22.0	18.0	3.0	22.0	27.0	7.0	0.0	6.0	9.0	1.0	2.0	2019
7394	21033.0	907.0	129.0	136.0	9.0	5.0	86.0	15.0	123.0	18.0	132.0	105.0	28.0	18.0	11.0	6.0	43.0	12.0	2.0	1.0	11.0	13.0	3.0	1.0	2019

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Other Punctuation

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

None

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Auto

Spearman's ρ

Pearson's r

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows